EM-T1Reliability Engineering & System Safety2027277: 113319A self-adaptive mathematical approach for real-time structural health monitoring and anomaly detection using unsupervised machine learningMasood Mohandes, Ehsan Ahmadi, Mohammad M. Kashani被引 0基金开放获取土木与结构工程金融风险与机器学习
EM-WoSComputers & Industrial Engineering2026222: 112347Semantic Dynamic Time Warping for Condition-based Health Monitoring and Explainable Anomaly Detection in Dynamic Cyber–Physical SystemsLamyaa Elmahi, Hugo Gagnon, Foutse Khomh, Soumaya Yacout被引 0阅读 2开放获取控制与系统工程
EM-T1Natural Hazards and Earth System Sciences201818(4): 1013-1036Pre-seismic anomalies from optical satellite observations: a reviewZhonghu Jiao, Jing Zhao, Xinjian Shan被引 82高影响力 前 10%基金开放获取地球物理学复合灾害与灾害链
A+Manufacturing & Service Operations ManagementUTD24FT50202426(3): 1102-1118Fixing Inventory Inaccuracies at ScaleVivek F. Farias, Andrew A. Li, Tianyi Peng被引 9基金开放获取人工智能
A+INFORMS Journal on ComputingUTD24202234(5): 2583-2610Optimal Frameworks for Detecting Anomalies in Sensor-Intensive Heterogeneous NetworksRamin Moghaddass, Yongtao Guan被引 5人工智能金融风险与机器学习
EM-WoSExpert Systems with Applications2027333: 133987An interpretable causality- and topology-aware multi-expert system for network flow anomaly detectionYuan Gao, Xuelong Wang, Zhenguo Dong, Yong Zhang 等 5 人被引 0阅读 2开放获取计算机网络与通信
EM-T1Natural Hazards and Earth System Sciences202626(6): 2921-2953Exploring seismic mass-movement data with anomaly detection and dynamic time warpingFrancois Kamper, Fabian Walter, Patrick Paitz, Matthias Meyer 等 6 人被引 2高影响力 前 10%基金开放获取人工智能
EM-T1Stochastic Environmental Research and Risk Assessment202640(5)An uncertainty-aware reliability framework for incipient failure detection in critical infrastructure: application to water distribution networksElvio Damonti, G. Bernasconi被引 0基金开放获取土木与结构工程路网损毁与基础设施韧性
EM-T1Accident Analysis & Prevention2024199: 107517-107517Revisiting the hybrid approach of anomaly detection and extreme value theory for estimating pedestrian crashes using traffic conflicts obtained from artificial intelligence-based video analyticsFizza Hussain, Yasir Ali, Yuefeng Li, Md. Mazharul Haque被引 43高影响力 前 1%基金开放获取安全、风险、可靠性与质量金融风险与机器学习
EM-WoSInformation Sciences2026757: 123920Granular-ball-based multi-scale fuzzy combination entropy anomaly detection methodDongjian Hou, Zhaowen Li, Donglai Fu被引 0开放获取计算理论与数学
EM-T1Risk Analysis201839(5): 1125-1140Semiautonomous Vehicle Risk Analysis: A Telematics‐Based Anomaly Detection ApproachCian Ryan, Finbarr Murphy, Martin Mullins被引 24高影响力 前 10%安全、风险、可靠性与质量
EM-T1Reliability Engineering & System Safety2024252: 110465-110465Structural damage detection and localization via an unsupervised anomaly detection methodJie Liu, Qilin Li, Ling Li, Senjian An被引 50阅读 2高影响力 前 10%基金开放获取土木与结构工程路网损毁与基础设施韧性金融风险与机器学习
EM-WoSTransportation Research Part E: Logistics and Transportation Review2026216: 105131TrajCleaner: An end-to-end framework for systematic cleaning and completing vessel trajectory dataHuimin Qiang, Wenlong Niu, Xiaodong Peng, Huanhuan Li被引 1开放获取海洋工程
EM-T1Risk Analysis202344(4): 833-849Machine learning and user interface for cyber risk management of water infrastructureNataliia Neshenko, Elias Bou‐Harb, Borko Furht, Ravi S. Behara被引 8高影响力 前 10%基金开放获取信息系统金融风险与机器学习
EM-WoSExpert Systems with Applications2026134505SPCA: Spatial Prompt with Cross-Attention for Zero-Shot Anomaly DetectionYuqing Zhao, You Xiang, Ruiwei Xie被引 0人工智能
EM-T1Natural Hazards201898(3): 849-867Extreme anomaly event detection in biosphere using linear regression and a spatiotemporal MRF modelYanira Guanche García, Maha Shadaydeh, Miguel D. Mahecha, Joachim Denzler被引 12基金开放获取人工智能
EM-T2Process Safety and Environmental Protection2026220: 109679Enhancing Operational Safety in Hydrogen Solid Oxide Fuel Cells: An LSTM-Based Model for Predicting Temperature Anomalies and Change PointsTomaso Vairo, Davide Clematis, Maria Paola Carpanese, Bruno Fabiano被引 0开放获取控制与系统工程
EM-T1Geomatics, Natural Hazards and Risk202516(1)Applying deep learning model to aerial image for landslide anomaly detection through optimizing processChwen-Huan Wang, Fang Li, Clarence Hu被引 6高影响力 前 10%基金开放获取环境管理、监测、政策与法规复合灾害与灾害链金融风险与机器学习
A+INFORMS Journal on ComputingUTD24202336(2): 571-586Deterring the Gray Market: Product Diversion Detection via Learning Disentangled Representations of Multivariate Time SeriesHao Lin, Guannan Liu, Junjie Wu, J. Leon Zhao被引 6阅读 3人工智能预测—优化与决策导向学习金融风险与机器学习
EM-WoSExpert Systems with Applications2027334: 134360Beyond unified alignment: Task, semantic, and frequency decoupling for zero-shot anomaly detectionZiyi Wang, Xueshun Li, Juanzhang Xie, Jinghui Xu 等 7 人被引 0人工智能
